Data Scientist (Healthcare)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (Healthcare/ML): Communicate with stakeholders to translate goals into ML/AI models improving clinical outcomes using clinical, claims, and SDoH data with an accent on model development, data preparation, and monitoring. Focus on building robust models, defining logging and alerting, querying Snowflake for EDA, and owning the full model lifecycle.
United States (Remote)
Salary: $135,000 - $160,000
Company
Tech-enabled, pediatrician-led medical group delivering 24/7 virtual and in-home care for children with special health care needs.
What you will do
- Communicate with business stakeholders to understand goals and build ML/AI models to improve clinical outcomes.
- Collaborate with Data Science and cross-functional teams to define requirements, optimize data collection, and deliver insights on strategy and patient care.
- Develop ML models using clinical, claims, and SDoH data for actionable recommendations.
- Define and maintain logging, monitoring, and alerting for models including metrics, hyperparameters, and drift.
- Query Snowflake, prepare data for EDA and modeling, and create clean, maintainable code.
- Own the full model development lifecycle.
Requirements
- 3+ years of experience with proficiency in Python and SQL
- Strong background in study design, causal inference, hypothesis testing, statistics, and research methods
- Ability to work with and present findings to non-technical staff
- Experience in a start-up or growth environment
Nice to have
- Healthcare experience
- Experience building with LLMs and AI integration best practices
- Engineering skills with AWS, Tableau, dbt, Dagster, and distributed computing
Culture & Benefits
- Base salary $135k-$160k + annual bonus, equity program, competitive medical/dental/vision insurance
- Healthcare/Dependent Care FSA, company-funded HSA, 401(k) with 4% match (vested day one)
- Employer-paid short/long-term disability, life insurance (1x salary), 20 PTO days + 10 holidays + 2 floating
- Paid new parent leave
- Core values: Children First, Earn Trust, Innovate Today, Embrace Humanity, One Team Diverse Perspectives
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